Triple

T21942313
Position Surface form Disambiguated ID Type / Status
Subject Khammouane Province E541851 entity
Predicate capital P234 FINISHED
Object Thakhek
Thakhek is a riverside town in central Laos on the Mekong River, known as a gateway for travel and trade between Laos and Thailand.
E1508861 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Thakhek | Statement: [Khammouane Province, capital, Thakhek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thakhek
Context triple: [Khammouane Province, capital, Thakhek]
  • A. Neak Pean
    Neak Pean is a small 12th-century Buddhist temple on an artificial island in Cambodia, famed for its central pond and surrounding pools that were likely used for ritual purification.
  • B. Anlong Veng
    Anlong Veng is a remote district in northern Cambodia known as the last stronghold of the Khmer Rouge and the place where its leader Pol Pot died.
  • C. Viengsay
    Viengsay is a renowned Cuban ballet dancer and artistic director known for her virtuosity and leadership of the National Ballet of Cuba.
  • D. Nage-Keo
    Nage-Keo is an Austronesian language spoken by the Nage and Keo peoples on the island of Flores in Indonesia.
  • E. Loha Prasat
    Loha Prasat is a distinctive multi-tiered metal spired temple in Bangkok, renowned for its unique architectural style and status as a rare example of its kind in the world.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Thakhek
Triple: [Khammouane Province, capital, Thakhek]
Generated description
Thakhek is a riverside town in central Laos on the Mekong River, known as a gateway for travel and trade between Laos and Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thakhek
Target entity description: Thakhek is a riverside town in central Laos on the Mekong River, known as a gateway for travel and trade between Laos and Thailand.
  • A. Neak Pean
    Neak Pean is a small 12th-century Buddhist temple on an artificial island in Cambodia, famed for its central pond and surrounding pools that were likely used for ritual purification.
  • B. Anlong Veng
    Anlong Veng is a remote district in northern Cambodia known as the last stronghold of the Khmer Rouge and the place where its leader Pol Pot died.
  • C. Viengsay
    Viengsay is a renowned Cuban ballet dancer and artistic director known for her virtuosity and leadership of the National Ballet of Cuba.
  • D. Nage-Keo
    Nage-Keo is an Austronesian language spoken by the Nage and Keo peoples on the island of Flores in Indonesia.
  • E. Loha Prasat
    Loha Prasat is a distinctive multi-tiered metal spired temple in Bangkok, renowned for its unique architectural style and status as a rare example of its kind in the world.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1242345dc8190aa6ddf61cf864e2d completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60ee7cc48190bf32574b758c6425 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6170bc5c8190b6b28e02675da476 completed May 18, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0a61f66a988190b07a9e36cacf44bf completed May 18, 2026, 12:48 a.m.
Created at: April 16, 2026, 7:56 p.m.